Translation review
Top-level index for the Lovstudio skills ecosystem
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What its author says it does
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Review Chinese-to-English translations for accuracy, grammar, terminology, and consistency. Produces a structured review report with prioritized issues. Trigger when: user provides a Chinese document and its English translation for review/checking/proofreading, or mentions "翻译检查", "翻译审校", "translation review", "translation check", "proofread translation".
The file declares its own license as MIT. That is the author’s claim about this one file, and it is not the same thing as the license GitHub reports for the repository, which is listed with the other numbers below.
SKILL.md
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translation-review — Chinese-English Translation Review
Systematically compare a Chinese source document against its English translation, identify issues across 6 dimensions, and produce a prioritized review report.
When to Use
- User provides a Chinese original + English translation pair for review
- User asks to check/proofread an English translation from Chinese
- User mentions "翻译检查", "审校", "translation review"
Workflow (MANDATORY)
You MUST follow these steps in order:
Step 1: Collect Input
Use AskUserQuestion to confirm before starting:
Ask the user:
- Document type — academic paper (SCI/EI), technical docs, business docs, general
- Domain — medicine, CS, law, finance, general (affects terminology checking)
- Focus areas — terminology accuracy, grammar, style, references, all (multi-select)
If the user has already provided context (e.g., "SCI 4区医学论文"), skip the obvious questions.
Step 2: Read Both Documents
Read the Chinese source and English translation. For .docx files:
pandoc "<chinese_file>.docx" -t plain --wrap=none
pandoc "<english_file>.docx" -t plain --wrap=none
For .md or .txt files, read directly.
If files are large, read in sections (offset/limit) to stay within context.
Step 3: Systematic Review
Compare the two documents across 6 dimensions, in this order:
D1: Mistranslation (meaning changed)
- Words/phrases translated to a different meaning
- Omissions (content in Chinese missing from English)
- Additions (content in English not in Chinese)
- Pay special attention to domain-specific terms that have been incorrectly generalized or specialized
D2: Terminology Accuracy
- Domain-specific terms: check against standard English terminology
- Abbreviation consistency: first occurrence should have full form + abbreviation
- Proper nouns: names, institutions, gene/protein names, drug names
- Units and measurements
D3: Grammar & Syntax
- Subject-verb agreement
- Tense consistency (especially in Methods vs Results)
- Article usage (a/an/the) — common error in Chinese-to-English
- Dangling modifiers, run-on sentences
- Passive voice overuse
D4: Consistency
- Same Chinese term translated differently in different places
- Formatting inconsistencies (capitalization, hyphenation, number style)
- Heading style consistency
D5: References & Citations (academic papers only)
- Citation numbers match between Chinese and English versions
- Reference format consistency (author names, journal abbreviations)
- Missing author information in reference entries
- In-text citation correctness
D6: Style & Register
- Academic register appropriate for target journal
- Overly verbose or literary phrasing
- Chinese-influenced sentence structure (e.g., "through...method" patterns)
- Paragraph length and structure
Step 4: Source Document Issues
While reviewing, also note issues in the Chinese source that the English faithfully translates but are themselves incorrect. Flag these separately.
Step 5: Generate Report
Output a structured review report with the following format:
# 翻译审校报告 / Translation Review Report
**Document**: [title]
**Reviewer**: 手工川 (AI-assisted)
**Date**: [YYYY-MM-DD]
**Domain**: [domain]
**Document type**: [type]
---
## Summary
[2-3 sentence overall assessment]
---
## A-Level Issues (Must Fix)
### A1. [Issue title]
**Location**: [section/paragraph]
**Original (CN)**: "..."
**Translation (EN)**: "..."
**Problem**: [explanation]
**Suggested fix**: → "..."
---
## B-Level Issues (Recommended)
### B1. [Issue title]
...
---
## Source Document Issues
### C1. [Issue title]
...
---
## Priority Summary
| Priority | # | Issue | Impact |
|----------|---|-------|--------|
| Must fix | A1 | ... | ... |
| ... | | | |
---
## Conclusion
[Overall quality assessment + recommended next steps]
Step 6: Save Report
Save the report to the same directory as the input files:
Filename: 手工川-translation-review-{YYYY-MM-DD}-v0.1.md
If a file with this name exists, increment the version.
Issue Severity Classification
| Level | Criteria | Examples |
|---|---|---|
| A (Must fix) | Meaning changed, factual error, or would cause rejection | Mistranslation, wrong terminology, reference number mismatch |
| B (Recommended) | Awkward but understandable, or non-standard usage | Verbose phrasing, minor grammar, style inconsistency |
| C (Source issue) | Error in Chinese original, faithfully translated | Wrong terminology in Chinese, factual inaccuracy |
Domain-Specific Checklists
Academic / SCI Papers
- Abstract: structured, matches body content
- Keywords: standard MeSH or domain terms
- Reference numbers: sequential, match between CN/EN versions
- Figure/table captions: translated and consistent
- Statistical reporting: p-values, CI format
Medical / Biomedical
- Disease names: ICD/MeSH standard
- Gene/protein names: HUGO/UniProt standard (italics for genes)
- Drug names: INN (International Nonproprietary Names)
- Anatomical terms: Terminologia Anatomica standard
Technical Documentation
- UI strings: consistent with product localization
- Code snippets: untranslated, syntax preserved
- API terms: match official documentation